Scan Results: https://cognition.ai/

Vanity URL: scan.glintbase.dev/scan/cognition

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Ecosystem Discovery Analysis / cognition.ai

Agent-Readiness Index Report

score_version: ars-1.0.0 · ARS methodology

Enterprise Audit
New Scan
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45
/ 100
AI-CAPABLE ECOSYSTEM
Agent Ecosystem Discovery
cognition.ai
Partial exploration capabilities. Lacks critical schemas or machine-indexing entrypoints.
FrameworkCustom Docs
Surfaces
4/13
Large Pages
1pgs
Nav Gap
0pts
Surface Inventory4 of 13 active
✓
sitemap.xml Index
ACTIVE
✓
llms.txt Index
ACTIVE
–
llms-full.txt Spec
MISSING
–
OpenAPI Schema
MISSING
–
MCP Configuration
MISSING
–
GitHub Repository
MISSING
–
Documentation Root
MISSING
✓
API Reference
ACTIVE
✓
Company Blog
ACTIVE
–
Developer Auth
MISSING
–
App Dashboard
MISSING
–
Developer Changelog
MISSING
–
Status Page
MISSING
Agent Journey Pathfinder (Deterministic)4/5 passed
●
discovery_via_llms_txt
1 hops
●
content_api_exploration
1 hops
●
access_and_onboarding_flow
1 hops
●
support_and_troubleshooting
1 hops
○
ecosystem_consistency_check
0 hops
Ecosystem Diagnostic Dimensions
Discoverability
70/100
Machine Entrypoints
30/100
Canonical Sources
0/100
Content Quality
48/100
Graph Connectivity
55/100
Journey Success
70/100
Freshness / Drift
20/100
Runtime Validity
38/100

Problems

● llms-full.txt Spec

Missing consolidated docs index.

● OpenAPI Schema

No standard OpenAPI specification found.

● MCP Configuration

No discoverable Model Context Protocol (mcp.json) config found.

● GitHub Repository

No valid public repository links found.

● Documentation Root

No valid documentation links detected.

● Developer Auth

Could not locate reachable developer login or console.

● App Dashboard

No reachable app console detected.

● Developer Changelog

No active changelog found.

● Status Page

No status page detected.

● SDK Guidelines

No dedicated SDK documentation link detected.

Solutions

● Consolidate llms-full.txt Spec
Create /llms-full.txt containing the full text of your docs to allow single-shot retrieval.
● Publish OpenAPI Specification
Expose a valid OpenAPI spec at /openapi.json (with paths) for automatic client generation.
● Expose MCP Server Tools
Expose a /mcp.json configuration file describing available agent server tool entrypoints.
● Link GitHub Repository
Link your public GitHub repository on the homepage to supply code context to agents.
● Provide Documentation Root
Add a clearly visible link to your developer docs on the homepage.
● Bridge Developer Authentication Link
Ensure login and API key provisioning screens are discoverable for automated credential setups.
● Add Developer Dashboard Link
Ensure a links dashboard is provided for developer keys and workspace management.
● Implement changelog
Publish a changelog so agents can verify API changes and version updates.
● Provide Status Page Link
Link a public status page for runtime reliability signals.
● Add SDK Integration Guides
Publish SDK install guides (npm/pip) linked from docs or homepage.

Audit Items

Problem Summary Prompt

Copy a compressed diagnostic summary of missing entrypoints to share with your team or feeding to LLM pipelines.

Fixes / Solutions Prompt

Copy complete implementations and config files to copy-paste directly into Cursor, Claude Code, or Copilot.

Extracted Knowledge Base

Graph Map Overview

Knowledge Graph

24 Nodes • 23 Edges
Initializing graph engine...

Ecosystem Connection Logs

cognition.ai👉 REFERENCESLanding
cognition.ai🚥 LEADS TOSitemap
cognition.ai🚥 LEADS TOllms.txt
cognition.ai👉 REFERENCESAPI Reference
cognition.ai👉 REFERENCESSupport Portal
cognition.ai👉 REFERENCESBlog
llms.txt👉 LINKScognition.com/
llms.txt👉 LINKScognition.com/about
llms.txt👉 LINKScognition.com/blog
llms.txt👉 LINKScognition.com/research
llms.txt👉 LINKScognition.com/frontiercode
llms.txt👉 LINKScognition.com/careers
llms.txt👉 LINKScognition.com/contact
llms.txt👉 LINKSdocs.devin.ai
llms.txt👉 LINKSapp.devin.ai
llms.txt👉 LINKScognition.com/legal/privacy-policy
llms.txt👉 LINKScognition.com/legal/platform-terms-of-service
llms.txt👉 LINKScognition.com/legal/security
llms.txt👉 REFERENCEShttps://cognition.ai/llms.txt
Landing👉 REFERENCEShttps://cognition.ai/
Blog Article👉 LINKSAuthentication
Blog👉 REFERENCESBlog Article
Support Portal👉 REFERENCEShttps://cognition.ai/contact
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Cognition Agent Readiness scorecard — 45/100
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